3 papers
cs.LG2025
Prediction accuracy versus rescheduling flexibility in elective surgery management
Pieter Smet, Martina Doneda, Ettore Lanzarone +1
The availability of downstream resources plays is critical in planning the admission of elective surgery patients. The most crucial one is inpatient beds. To ensure bed availabilit…
math.OC2024
A disruption-restoration-based MILP model for elective surgical scheduling in a children's hospital using scenarios
Martina Doneda, Gloria Pelizzo, Sara Costanzo +1
We consider the problem of scheduling elective surgeries in a Children's Hospital, where disruptions due to emergencies and no-shows may arise. We account for two features that occ…
cs.LG2024
Robust personnel rostering: how accurate should absenteeism predictions be?
Martina Doneda, Pieter Smet, Giuliana Carello +2
Disruptions to personnel rosters caused by absenteeism often necessitate last-minute adjustments to the employees' working hours. A common strategy to mitigate the impact of such c…